Graph-Enhanced Emotion Neural Decoding. - Zhongyu Huang; Changde Du; Yingheng Wang; Kaicheng Fu; Huiguang He (IEEE Trans. Medical Imaging, 2023)

Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features. - Changde Du; Kaicheng Fu; Jinpeng Li 002; Huiguang He (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning. - Kaicheng Fu; Changde Du; Xiaoyu Chen; Jie Peng; Huiguang He (CoRR, 2024)

Human-like object concept representations emerge naturally in multimodal large language models. - Changde Du; Kaicheng Fu; Bincheng Wen; Yi Sun; Jie Peng; Wei Wei; Ying Gao; Shengpei Wang; Chuncheng Zhang; Jinpeng Li 002; Shuang Qiu 002; Le Chang; et al. (CoRR, 2024)

Improved Video Emotion Recognition With Alignment of CNN and Human Brain Representations. - Kaicheng Fu; Changde Du; Shengpei Wang; Huiguang He (IEEE Trans. Affect. Comput., 2024)

Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity. - Kaicheng Fu; Changde Du; Shengpei Wang; Huiguang He (IEEE Trans. Neural Networks Learn. Syst., 2024)

Identifying the hierarchical emotional areas in the human brain through information fusion. - Zhongyu Huang; Changde Du; Chaozhuo Li; Kaicheng Fu; Huiguang He (Inf. Fusion, 2025)